Project: Data Science Jobs Dashboard

Table of Contents

Introduction

Field: Job Seeking

Our Data is a combination of three different datasets (Data analyst jobs, Data Engineer jobs, Data Scientist jobs). Data is one of the most exciting fields now Because companies hold a treasure trove of data so there are new jobs appear in the market like data scientist, data engineer, and data analyst to get insights from the data.

And we decided to help candidates hunt new jobs and get more information about the US market through our data-driven story.

Import Libraries and Datasets

Let's Explore Our Data

Data Cleaning

Clean Salary Estimate

Clean Company Name

Clean Location

Clean Revenue

Fix Data Type

Data Analysis

View of Job Locations Per State and Density

As shown in the plot

for data scientist and data engineer

  • Texas, California, Illinois the most States for the data scientist job opening

for data engineer

  • Texas, California, Arizonathe most States for the data engineer job opening

for data analyst

  • California,Texas, New York the most States for the data analyst job opening

States with their minimum and maximum salaries

As shown in the plot

for data analyst

  • California, Arizona The highest Maximum salary in the states .

for data scientist

  • Delaware, California, New York The highest Maximum salary in the states .

for data engineer

  • California, Delaware, Pennsylvania The highest Maximum salary in the states .

company size

As shown in the plot

for data analyst

  • size from 10000+:51 the most data analyst job opening .

for data scientist

  • size from 510+:51 the most data scientist job opening .

for data engineer

  • size from 10000+:51 the most data engineer job opening .

Companies's Rate

As shown in the plot

for data scientist

  • rating 3, 4 the most companies rate for data scientist job opening

for data engineer

  • rating 3, 4 the most companies rate for data engineer job opening

for data analyst

  • rating 3, 4 the most companies rate for data analyst job opening

Number of job openings by Sectors

As shown in the plot

for data analyst

  • Information Technology
  • Business Services
  • Finance
  • Health Care are the most data analyst job opening advertised sectors.

for data scientist

  • Business Services -Biotech and pharmaceutical
  • Finance
  • Health Care -Insurance are the most data scientist job opening advertised sectors.

for data engineer

  • Information Technology
  • Business Services
  • Finance -Aerospace & defense
  • Manufacturing are the most data engineer job opening advertised sectors.

The most popular keywords in Data Science job offers

Data Analyst

Programming Languages Skills

Tools and Technologies

Cloud Computing and Storage

Education

Data Scientist

Programming Languages Skills

Tools and Technologies

Cloud Computing and Storage

Education

Data Engineer

Programming Languages Skills

Tools and Technologies

Cloud Computing and Storage

Education